Evidence map›Paper›PMID 42668782›Full record

ArticlePakistan journal of medical sciences2026

Diabetes burden and health expenditure in Türkiye and OECD countries: A value-based health care perspective.

Ibrahim Halil Kayral, Demet Gokmen Kavak

Abstract read
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Article in Pakistan journal of medical sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Ibrahim Halil KayralIbrahim Halil Kayral Associate Professor, Izmir Bakırçay University, Izmir, Türkiye.
Demet Gokmen KavakDemet Gokmen Kavak, PhD Turkish Medicines and Medical Devices Agency, Ankara, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Objective: Diabetes mellitus is a major global cause of morbidity and mortality. In Türkiye, the diabetes burden has increased markedly, raising concerns about health system performance and expenditures. Our objective was to compare diabetes burden, health expenditures, and avoidable hospital admissions in Türkiye and Organisation for Economic Co-operation and Development (OECD) countries (2010-2021), and to examine their associations within a value-based health care (VBHC) framework. Methodology: This retrospective cross-national comparative study examined Türkiye and OECD countries between 2010 to 2021. Data were obtained from IHME-GBD-2021, OECD Health Statistics, and WHO National Health Accounts. Trend analyses and regression models were used to assess associations between diabetes-related disability-adjusted life years (DALYs), health expenditures, and financing indicators. Results: Türkiye's diabetes-related DALY levels were consistently higher than the OECD average, with the gap widening from 18% in 2010 to 34% in 2021 (p=0.008). Preventable hospital admissions were also more frequent in Türkiye (242.7 vs. 147.9 per 100,000; p=0.006). Across OECD countries, higher per capita health expenditures showed negative associations with DALY rates, whereas in Türkiye rising expenditures were observed alongside higher DALYs. Out-of-pocket spending (OOPS) correlated positively with the diabetes burden in Türkiye, while a higher public share of expenditure (GGHE-D) was associated with reduced OOPS. Conclusion: Despite rising health expenditures, proportional improvements in diabetes outcomes have not been achieved in Türkiye. Strengthening primary care, preventive strategies, outcome measurement, and financial protection may support the transition toward value-based health care and help reduce the diabetes burden.

Indexed as

Diabetes MellitusHealth ExpenditureOECDTürkiyeValue-Based Health Care

Identifiers

PMID42668782
PMCPMC13525522

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.